Ppt-gpu: Scalable gpu performance modeling

Y Arafa, AHA Badawy, G Chennupati… - IEEE Computer …, 2019 - ieeexplore.ieee.org
Performance modeling is a challenging problem due to the complexities of hardware
architectures. In this paper, we present PPT-GPU, a scalable and accurate simulation …

New performance modeling methods for parallel data processing applications

J Bhimani, N Mi, M Leeser, Z Yang - ACM Transactions on Modeling and …, 2019 - dl.acm.org
Predicting the performance of an application running on parallel computing platforms is
increasingly becoming important because of its influence on development time and resource …

Ppt-multicore: Performance prediction of openmp applications using reuse profiles and analytical modeling

A Barai, Y Arafa, AH Badawy, G Chennupati… - The Journal of …, 2022 - Springer
We present PPT-Multicore, an analytical model embedded in the Performance Prediction
Toolkit (PPT) to predict parallel applications' performance running on a multicore processor …

-Multicore: performance prediction of Open applications using reuse profiles and analytical modeling

A Barai, Y Arafa, AH Badawy, G Chennupati… - Journal of …, 2021 - osti.gov
In this report we present PPT-Multicore, an analytical model embedded in the Performance
Prediction Toolkit (PPT) to predict parallel applications' performance running on a multicore …